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Energy management_Kit_Team5_VITHACKATHON

by sajju Updated: Jan 9, 2022

The kit was used to make an application which can be used by energy management professionals using the provided dataset. we have used this kit to design and train a model to predict the total output Power of the Solar Power Plant by using an Artificial Neural Networks. This is kit consist of the libraries which can be used for the ML model

LIBRARIES USED

tensorflowby tensorflow

C++ star image 170771 Version:1.15.0

License: Permissive (Apache-2.0)

An Open Source Machine Learning Framework for Everyone

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tensorflowby tensorflow

C++ star image 170771 Version:1.15.0 License: Permissive (Apache-2.0)

An Open Source Machine Learning Framework for Everyone
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pandasby pandas-dev

Python star image 36714 Version:1.5.2

License: Permissive (BSD-3-Clause)

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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pandasby pandas-dev

Python star image 36714 Version:1.5.2 License: Permissive (BSD-3-Clause)

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
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numpyby numpy

Python star image 22550 Version:1.24.1

License: Permissive (BSD-3-Clause)

The fundamental package for scientific computing with Python.

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numpyby numpy

Python star image 22550 Version:1.24.1 License: Permissive (BSD-3-Clause)

The fundamental package for scientific computing with Python.
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seabornby mwaskom

Python star image 10285 Version:0.12.2

License: Permissive (BSD-3-Clause)

Statistical data visualization in Python

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seabornby mwaskom

Python star image 10285 Version:0.12.2 License: Permissive (BSD-3-Clause)

Statistical data visualization in Python
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auto-sklearnby automl

Python star image 6704 Version:v0.14.7

License: Permissive (BSD-3-Clause)

Automated Machine Learning with scikit-learn

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auto-sklearnby automl

Python star image 6704 Version:v0.14.7 License: Permissive (BSD-3-Clause)

Automated Machine Learning with scikit-learn
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matplot-well-logby g2boojum

Python star image 23 Version:Current

License: Permissive (MIT)

Simple well log plotting using Python and matplotlib

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matplot-well-logby g2boojum

Python star image 23 Version:Current License: Permissive (MIT)

Simple well log plotting using Python and matplotlib
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Kit Solution Source

solar_power_predictionby Raagulbharatwaj

Jupyter Notebook star image 0 Version:Current

License: No License (null)

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solar_power_predictionby Raagulbharatwaj

Jupyter Notebook star image 0 Version:Current License: No License

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See similar Kits and Libraries

Artificial Intelligence
Machine Learning